Brian Leiszter

AI Alignment Specialist | Content & Curriculum Strategist

About

Highly accomplished AI Alignment Specialist with a unique global background in education, content development, and human-computer interaction. Leverages expertise in curriculum design and critical analysis to develop human-focused training data, refine advanced LLM models, and ensure culturally appropriate AI responses. Proven ability to enhance model accuracy and reasoning, notably contributing to AI challenge creation for complex problem-solving scenarios.

Work Experience

AI Alignment (RLHF) Specialist

Mercor

Jan 2025 - Present

Currently leveraging deep expertise to advance cutting-edge LLM models, significantly enhancing their capabilities and ethical alignment.

  • Designed and implemented robust rubrics for complex AI queries, demonstrably improving LLM accuracy and reasoning capabilities.
  • Curated and developed extensive training datasets, refining AI contextual understanding across diverse and nuanced linguistic domains.
  • Partnered with cross-functional engineering and ethics teams to integrate human feedback, ensuring strict adherence to ethical AI standards and responsible model development.
  • Utilized advanced knowledge of LLM architectures to identify key areas for model enhancement, directly contributing to improved AI performance and utility.

AI Alignment (RLHF) Specialist

Outlier AI

Jan 2024 - Jan 2025

Applied expertise in data annotation and rating to significantly enhance AI language understanding and contextual recognition for advanced models.

  • Executed precise data annotation and rating tasks, directly contributing to improved AI language comprehension and nuanced context recognition.
  • Leveraged reinforcement learning from human feedback to iteratively refine AI interactions, specifically optimizing models for enhanced educational and practical applications.
  • Successfully trained AI models to improve conversational fluency, coherence, and factual accuracy in diverse dialogue scenarios.
  • Analyzed complex linguistic patterns and user interactions to inform targeted model improvements, leading to more natural and effective AI responses.

IB English Teacher & Curriculum Coordinator

Singapore International School of Bangkok

Jan 2018 - Jan 2024

Led IB English Language Arts instruction for Grades 5 & 6 and coordinated comprehensive curriculum development, ensuring rigorous alignment with International Baccalaureate standards.

  • Delivered engaging IB English Language Arts instruction to Grades 5 & 6, fostering critical analysis and advanced literacy skills in a diverse international student body.
  • Spearheaded curriculum development initiatives across English and Social Studies departments, ensuring full alignment with IB pedagogical frameworks and achieving consistent educational outcomes.
  • Mentored and guided students in developing strong research, writing, and presentation skills, preparing them for higher academic pursuits.
  • Integrated interdisciplinary approaches to enhance student engagement and understanding of complex global issues within the curriculum.

Athletic Director & US/World History Teacher

Shanghai United International School

Jan 2012 - Jan 2018

Managed comprehensive school-wide athletic programs and delivered engaging US/World History courses, fostering holistic student development through cross-disciplinary projects.

  • Designed and delivered engaging US and World History curricula, integrating interdisciplinary projects that enhanced student understanding and critical thinking.
  • Oversaw all aspects of school-wide Athletics, including strategic budgeting, complex scheduling, and professional development for coaching staff, enhancing program efficiency and student participation.
  • Successfully managed athletic events and competitions, fostering sportsmanship and teamwork among students across various age groups.
  • Implemented innovative teaching methodologies to improve student engagement and academic performance in history courses.

Voice Actor

TenCent

Jan 2014 - Jan 2016

Provided professional English voiceovers for a diverse range of projects, including video games, translation software, and educational materials.

  • Recorded high-quality English voiceovers for diverse applications, including video games, translation software, and educational materials, ensuring clear and culturally appropriate delivery.
  • Collaborated with production teams to meet specific tonal and emotional requirements, enhancing the immersive quality of interactive media.

Editor

Time for Kids Asia

Jan 2007 - Jan 2012

Managed comprehensive editorial processes, from content planning and development to workflow optimization and digital strategy, ensuring timely and impactful publication.

  • Spearheaded the planning and development of engaging editorial content, consistently aligning with target audience interests and emerging industry trends.
  • Orchestrated complex editorial workflows, managed budgets, and fostered cross-functional team collaboration, consistently meeting publication deadlines.
  • Directed digital content strategy, including SEO optimization and seamless multimedia integration, significantly enhancing online visibility and user engagement.
  • Collaborated with writers, designers, and photographers to produce high-quality, visually appealing, and informative content.

Adjunct Professor of English Literature

Korean National University of Transportation

Jan 2005 - Jan 2012

Instructed undergraduate English Literature courses and developed specialized curricula, effectively addressing the unique needs of international students.

  • Instructed undergraduate English Literature courses, actively mentoring students to develop advanced critical analysis, research, and communication skills.
  • Developed and implemented specialized English Literature curricula, enhancing comprehension and engagement for a diverse international student population.
  • Provided individualized academic guidance to students, resulting in improved understanding of complex literary concepts and higher academic achievement.
  • Fostered a dynamic learning environment that encouraged critical discourse and intellectual curiosity among students.

Education

Education

University of Wisconsin

3.9

History

University of Wisconsin

3.5

Skills

AI & Machine Learning

  • AI Alignment
  • Reinforcement Learning (RLHF)
  • Large Language Models (LLMs)
  • Data Annotation
  • AI Model Training
  • Context Recognition
  • Conversational AI
  • Ethical AI Standards

Programming & Tools

  • Python (conceptual understanding)
  • Rust (conceptual understanding)
  • LangChain
  • AirTable

Content & Curriculum Development

  • Editorial Planning
  • Content Strategy
  • Curriculum Development
  • Instructional Design
  • SEO Optimization
  • Multimedia Integration
  • Critical Analysis
  • Literacy Development

Communication & Collaboration

  • Multilingual Communication
  • International Collaboration
  • Cross-functional Team Leadership
  • Stakeholder Engagement
  • Mentorship
  • Public Speaking

Project Management

  • Workflow Management
  • Budget Management
  • Project Coordination
  • Deadline Management